Place vinegar and water in a medium stockpot and bring to a boil, whisk in sugar and salt to dissolve. Add all the other spices and allow to steep for 20 minutes.
Slice and prepare whatever vegetable(s) you are pickling and place in a sterile canister jar. Pour the liquid over to cover and let completely cool in the refrigerator before screwing on the lid.